Evidence map›Paper›PMID 42056154›Full record

ArticleScientific reports2026

Frugivore richness poorly predicts seed dispersal effectiveness under climate change.

Eduardo D B Rigacci, Wesley Rodrigues Silva, Michiel P Boom, W Daniel Kissling

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Eduardo D B RigacciPrograma de Pós-Graduação Em Ecologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil. eduardorigacci@gmail.com.
Wesley Rodrigues SilvaDepartamento de Biologia Animal, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil.
Michiel P BoomDutch Centre for Field Ornithology, PO Box 6521, 6503 GA, Nijmegen, The Netherlands.
W Daniel KisslingInstitute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, 1090 GE, Amsterdam, The Netherlands. W.D.Kissling@uva.nl.

Funding

Conselho Nacional de Desenvolvimento Científico e Tecnológico CNPq #155816/2019-5Coordenação de Aperfeiçoamento de Pessoal de Nível Superior CAPES/PRINT #88887.716175/2022-00
6 · The paper itself

Abstract

Animal-mediated seed dispersal underpins forest maintenance, yet climate change threatens this mutualism by reshaping plant-frugivore overlap. Most projections assume that frugivore richness and binary interactions adequately capture seed dispersal success, overlooking the unequal quantitative and qualitative contributions of individual species. Here, we combine estimates of seed dispersal effectiveness (SDE) with species distribution models to assess climate change impacts on seed dispersal of two keystone trees-the jussara palm (Euterpe edulis) and silver cecropia (Cecropia hololeuca)-in the semideciduous Atlantic Forest. We show that frugivore richness is a poor predictor of future dispersal outcomes: across approximately 60% of projected plant ranges, richness either under- or over-estimated seed dispersal and germination potential. This mismatch was species-specific. For the jussara palm, richness explained < 13% of the variance in climate-driven changes in both dispersal quantity and germination success, whereas for silver cecropia, richness aligned only with germination outcomes. Consequently, projected changes in frugivore assemblages and seed dispersal function can diverge under climate change. Our findings demonstrate that richness-based metrics can misrepresent climate risks to plant-frugivore mutualisms and that incorporating functional measures of SDE yields more accurate forecasts of plant recruitment potential and ecosystem-level disruption-essential for predicting ecosystem resilience in a warming world.

Indexed as

BiodiversityCecropia PlantClimate ChangeEuterpeSeed DispersalAnimalsEcosystemForestsGerminationSeeds

Identifiers

PMID42056154
PMCPMC13129050

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.